Performance of an Artificial Intelligence Model for Recognition and Quantitation of Histologic Features of Eosinophilic Esophagitis on Biopsy Samples

Newly developed and validated eosinophilic esophagitis histology scoring system and evidence that it outperforms peak eosinophil count for disease diagnosis and monitoring

Margaret H. Collins, Lisa J. Martin, Eileen S. Alexander et al. · Diseases of the Esophagus · 2016 · 403 citations · Full text

Medicine, Pathology, Diagnostic Pathology +15

Stain Normalization using Sparse AutoEncoders (StaNoSA): Application to digital pathology

Andrew Janowczyk, Ajay Basavanhally, Anant Madabhushi · Computerized Medical Imaging and Graphics · 2016 · 214 citations · Full text

Medicine, Biomedical Engineering, Pathology +16

Esophageal epithelial response to gastroesophageal reflux

Lawrence F. Johnson, Tom R. DeMeester, Roger Haggitt · Digestive Diseases and Sciences · 1978 · 180 citations

Medicine, Clinical Sciences, Internal Medicine +11

Pediatric Eosinophilic Esophagitis Symptom Scores (PEESS v2.0) identify histologic and molecular correlates of the key clinical features of disease

Lisa J. Martin, James P. Franciosi, Margaret H. Collins et al. · Journal of Allergy and Clinical Immunology · 2015 · 164 citations · Full text

Medicine, Pathology, Pediatrics +16

Endoscopic Mucosal Impedance Measurements Correlate With Eosinophilia and Dilation of Intercellular Spaces in Patients With Eosinophilic Esophagitis

David A. Katzka, Karthik Ravi, Debra M. Geno et al. · Clinical Gastroenterology and Hepatology · 2015 · 150 citations · Full text

Medicine, Clinical Sciences, Immunology +15